Question: A Director of Human Resources is exploring employee absenteeism at the INCOVA Hospital. A multiple linear regression analysis was performed using the following variables. The

A Director of Human Resources is exploring employee absenteeism at the INCOVA Hospital. A multiple linear regression analysis was performed using the following variables. The results are presented below.

Variable Description
Y number of days absent last fiscal year
x1 commuting distance (in miles)
x2 employee's age (in years)
x3 length of employment at PPP (in years)
Coefficients Standard Error t Statistic p-value
Intercept 6.594146 3.273005 2.014707 0.047671
x1 -0.18019 0.141949 -1.26939 0.208391
x2 0.268156 0.260643 1.028828 0.307005
x3 -2.31068 0.962056 -2.40182 0.018896
R 0.498191
R2 0.248194
Adj R2 0.192089
se 3.553858
n 73

Which of the following statements is correct about the adjusted R2?

a. The adjusted R2 value is 0.25. This means that the model explains around 25% of the variation in the average number of days absent in the last year.

b. The adjusted R2 value is approximately 0.19. This means that the model explains around 19% of the variation in the average number of days absent in the last year.

c. The adjusted R2 value is 0.50. This means that the model explains around 50% of the variation in the average number of days absent in the last year.

d. None of the above is correct.

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